Two Stage Estimation Procedure for Spatial Regression Models and Model Selection.
Shojiro TanakaRyuei NishiiGigih FitriantoPublished in: IGARSS (2019)
Keyphrases
- model selection
- regression model
- parameter estimation
- cross validation
- generalized linear models
- selection criterion
- error estimation
- hyperparameters
- sample size
- regression methods
- regression analysis
- mixture model
- gaussian process
- machine learning
- feature selection
- statistical inference
- generalization error
- support vector regression
- regression trees
- model selection criteria
- marginal likelihood
- explanatory variables
- multivariate regression
- bayesian information criterion
- variable selection
- approximate inference
- posterior distribution
- markov random field
- high dimensional